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F

Frederico Coelho

Universidade Federal de Minas Gerais

9H-index
49Paper Count
212Citation Count
Published Papers 8
Publication Date
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Random projection large margin algorithm for binary classification problems
errApplied Soft Computing
IF6.6
err2025-11-05
err0
PREAI
errVítor Gabriel Reis Caitité; Raul Fonseca Neto; Frederico Coelho; Antønio Pádua Braga
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Validity and reliability of GAITWell portable modular system for gait analysis
errScientific Reports
IF3.9
err2025-10-16
err0
errOAAI
errWellingtânia D. Dias; Renata Kirkwood; Iury C. Brito; Ivo O. Capanema; Meinhard Sesselmann; Frederico Coelho; Claysson Bruno Santos Vimieiro; Rudolf Huebner
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Large margin classifier with graph-based adaptive regularization
errPattern Recognition Letters
IF3.3
err2025-09-25
err0
PREAI
errVítor M. Hanriot; Turíbio T. Salis; Luiz C.B. Torres; Frederico Coelho; Antonio P. Braga
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Improved Design for Hardware Implementation of Graph-Based Large Margin Classifiers for Embedded Edge Computing
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errArias-Garcia, Janier; de Souza, Alan Candido; Gade, Liliane; Yudi, Jones; Coelho, Frederico; Castro, Cristiano L.; Torres, Luiz C. B.; Braga, Antonio P.
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Large Margin Gaussian Mixture Classifier With a Gabriel Graph Geometric Representation of Data Set Structure
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2021-03-01
err9
PREAI
errTorres, Luiz C. B.; Castro, Cristiano L.; Coelho, Frederico; Braga, Antonio P.
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errSave
Enhancing Performance of Gabriel Graph-Based Classifiers by a Hardware Co-Processor for Embedded System Applications
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2021-02-01
err4
PREAI
errArias-Garcia, Janier; Mafra, Augusto; Gade, Liliane; Coelho, Frederico; Castro, Cristiano; Torres, Luiz; Braga, Antonio
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errSave
LASSO multi-objective learning algorithm for feature selection
errSOFT COMPUTING
IF2.5
err2020-02-03
err17
PREAI
errCoelho, Frederico; Costa, Marcelo; Verleysen, Michel; Braga, Antonio P.
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Semi-supervised model applied to the prediction of the response to preoperative chemotherapy for breast cancer
errSOFT COMPUTING
IF2.5
err2010-03-12
err5
PREAI
errCoelho, Frederico; Braga, Antonio de Padua; Natowicz, Rene; Rouzier, Roman
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Research Directions

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Co-authors
Cooperation Journals
R
Roman Rouzier
H-index: 75 · Papers: 785
M
Michel Verleysen
H-index: 54 · Papers: 529
R
Renata Noce Kirkwood
H-index: 27 · Papers: 117
A
Antônio P. Braga
H-index: 24 · Papers: 247
M
Marcelo Azevedo Costa
H-index: 23 · Papers: 142
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